Giulio Caravagna
Associate Professor
Trieste, Friuli – Venezia Giulia, Italy
Summary
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Senior🎓
Top SchoolGiulio Caravagna is an Associate Professor and head of the Cancer Data Science Laboratory at the University of Trieste, combining 11+ years of research experience in computational biology, machine learning and statistical modeling of cancer evolution. He develops tools to quantify clonal evolution and tumour heterogeneity from whole-genome sequencing and routinely designs experiments with experimental collaborators to close the loop between data generation and method development. His background bridges computer science, physics and life sciences, enabling application of advanced AI and formal methods to real-world genomics problems. Having held research positions at leading centres including The Institute of Cancer Research and the University of Edinburgh, he is known for turning theoretical models into practical inference tools used to study tumour dynamics. An appetite for heterogeneous team building and reproducible open science characterises his lab’s approach.
11 years of coding experience
4 years of employment as a software developer
Doctor of Philosophy (PhD), Computer Science, Doctor of Philosophy (PhD), Computer Science at Università di Pisa
English, Italian
Github Skills (72)
categories10
cancer-genomics10
genomics10
clustering10
deconvolution10
single-cell-analysis10
transfer-learning10
google-sites10
checker10
evolution10
sequencing10
phylogenetic-trees10
credit10
peak-detection10
bioinformatics9
Programming languages (5)
Github contributions (5)
caravagn/GDA
Feb 2021 - Jun 2021
Genome Data Analytics (DSSC 2021)
Contributions:63 commits, 41 pushes in 3 months
data-analyticsanalyticsgenomegenomicsbioinformatics
caravagn/evoverse
Feb 2019 - May 2022
Contributions:124 commits, 34 pushes, 2 comments in 3 years 2 months
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